diff --git a/scripts/GUIChat.py b/scripts/GUIChat.py new file mode 100644 index 0000000..39b2324 --- /dev/null +++ b/scripts/GUIChat.py @@ -0,0 +1,121 @@ +import customtkinter as CTk +from threading import Thread, Event +from scripts.Message import Reply # Assuming this module correctly handles the message layout +from tkinter import filedialog +from scripts.BaseOllama import OllamaChatBot +from scripts.Rag import Rag +import queue +CODE_PREFIX = "[1337]" +USER = ("User", "Bot") + +class ChatGUI(CTk.CTk): + def __init__(self, base_url='http://localhost:11434', embeddings_url= 'http://localhost:11434', base_model='mistral', + embeddings_model='mxbai-embed-large',base_header= None, embeddings_header= None): + super().__init__() + CTk.set_appearance_mode("dark") + CTk.set_default_color_theme("theme/havard_theme.json") + self.message_queue = queue.Queue() + self.stop_event = Event() + self.bot = OllamaChatBot(base_url=base_url, model=base_model, headers=base_header) + self.rag = Rag(base_url_llm=base_url, base_url_embed=embeddings_url, model=base_model,embeddings=embeddings_model, embeddings_header=embeddings_header, + base_header=base_header) + self.context = None + self.history = [] + self.create_widgets() + self.start_message_processing_thread() + + def get_response_from_ollama(self, prompt, context): + if context != "": + if self.context != context: + checks = self.rag.receive_data(file_path=context) + if checks[0]: + return checks[1] + else: + self.context = context + self.rag.init_ollama() + + return self.rag.get_request(prompt=prompt) + + else: + return self.bot.get_request(prompt=prompt) + + def on_send(self, event=None): + message = self.entry_bar.get().strip() + context = self.file_entry.get().strip() + if message: + user = Reply(master=self.messages_frame,reply_type = "You", message=message) + self.history.append(user) + user.pack(anchor="e", padx=5, pady=2) + self.entry_bar.delete(0, CTk.END) # Clear input field after sending + Thread(target=lambda q, arg1, arg2: q.put(self.get_response_from_ollama(arg1, arg2)), args=(self.message_queue, message, context)).start() + + def show_reply(self, message): + bot_reply = Reply(master=self.messages_frame,reply_type = "Fabelous-AI-Bot", message=message) + self.history.append(bot_reply) + bot_reply.pack(anchor="w", padx=5, pady=2) + self.message_queue.task_done() + + def process_messages(self): + while not self.stop_event.is_set(): + try: + message = self.message_queue.get(timeout=1) + self.show_reply(message) + except queue.Empty: + continue + + def select_file(self): + file_path = filedialog.askopenfilename() + self.file_entry.insert(1, file_path) + + def create_widgets(self): + self.geometry("900x600") + self.title("Fabelous-Ai-Chat") + + self.protocol("WM_DELETE_WINDOW", self.on_close) # Define window close handler + self.resizable(True, True) + self.minsize(475,300) + + # Making the grid and widgets expandable + self.grid_columnconfigure(0, weight=1) + self.grid_rowconfigure(1, weight=1) + + # File Loader Entry + self.file_entry = CTk.CTkEntry(self, placeholder_text="Enter Filepath or press Load File... (Only .md, pdf, csv, html, and json files are supported)") + self.file_entry.grid(row=0, column=0, sticky="ew", padx=10, pady=(10, 0), columnspan=2) + # Load File Button + load_file_btn = CTk.CTkButton(self, text="Load File", command=self.select_file) + load_file_btn.grid(row=0, column=2, sticky="e", padx=10, pady=(10, 0)) + + # Messages Frame + self.messages_frame = CTk.CTkScrollableFrame(self, fg_color="#212121") + self.messages_frame.grid(row=1, column=0, sticky="nswe", pady=(10, 0), columnspan=4) + + + # Entry Bar Adjustment for Full Width + self.entry_bar = CTk.CTkEntry(self, placeholder_text="Type a message...") + self.entry_bar.grid(row=3, column=0, sticky="ew", padx=10, pady=(10, 10), columnspan=1) + + # Send Button + send_button = CTk.CTkButton(self, text="Send", command=self.on_send) + send_button.grid(row=3, column=1, sticky="w", padx=10, pady=(10, 10)) + self.entry_bar.bind("", self.on_send) + + # Clear UI Button + clear_button = CTk.CTkButton(self, text="Clear", command=self.clear_chat) + clear_button.grid(row=3, column=2, sticky="w", padx=10, pady=(10, 10)) + + + def clear_chat(self): + for message in self.history: + message.pack_forget() + self.history = [] + + + + def start_message_processing_thread(self): + # Start background thread for processing incoming messages + Thread(target=self.process_messages, daemon=True).start() + + def on_close(self): + self.stop_event.set() + self.destroy() diff --git a/scripts/TerminalBot.py b/scripts/TerminalBot.py new file mode 100644 index 0000000..cd60e57 --- /dev/null +++ b/scripts/TerminalBot.py @@ -0,0 +1,99 @@ +import re +from scripts.BaseOllama import OllamaChatBot +from scripts.Rag import Rag +from termcolor import colored + + +CODE_PREFIX = "[1337]" +CONFIG_FILE = "config/config.json" + + +class TerminalBot: + + def __init__(self, inital_prompt, context, base_url='http://localhost:11434', embeddings_url= 'http://localhost:11434', base_model='mistral', + embeddings_model='mxbai-embed-large',base_header= None, embeddings_header= None): + self.init_prompt = inital_prompt + self.context = context + self.rag = Rag(embeddings=embeddings_model, model=base_model, + base_url_llm=base_url, base_url_embed=embeddings_url, + base_header=base_header, embeddings_header=embeddings_header) + self.bot = OllamaChatBot(base_url=base_url, model=base_model, headers=base_header) + self.rag.init_ollama() + + + def start(self): + if self.context is not None: + checks = self.rag.receive_data(file_path=self.context) + if checks[0]: + self.show_reply(checks[1]) + else: + self.show_reply(self.rag.get_request(prompt=self.init_prompt)) + self.conversation_with_context() + else: + self.show_reply(self.bot.get_request(prompt=self.init_prompt)) + self.conversation_without_context() + + def conversation_with_context(self): + prompt = self.print_for_input().strip() + if prompt == "": + return "Finished Conversation" + self.show_reply(self.rag.get_request(prompt=prompt)) + self.conversation_with_context() + + def conversation_without_context(self): + prompt = self.print_for_input().strip() + if prompt == "": + return "Finished Conversation" + self.show_reply(self.bot.get_request(prompt=prompt)) + self.conversation_without_context() + + def print_for_input(self) -> str: + message_lines = [] + print("Type in your prompt: (Finish with ctrl + d or ctrl + z)") + while True: + try: + line = input(":") + message_lines.append(line) + except EOFError: + break + return ''.join(message_lines) + + def show_reply(self, message) -> None: + message = self.extract_code(message) + if isinstance(message, (list)): + for part in message: + if part.startswith(CODE_PREFIX): + part = part[len(CODE_PREFIX):] + print(colored(part, "light_red")) + else: + print(colored(part, "white")) + else: + print(colored(message + "\n", "white")) + + def extract_code(self, input_string, replacement=CODE_PREFIX): + # Split the input string on the ``` delimiter + split_parts = re.split(r'(```)', input_string) # Include the delimiter in the results + + # Initialize an empty list to store the output array + output_array = [] + + # Track whether the previous part was a ``` delimiter + previously_delimiter = False + + + for part in split_parts: + # Check if the current part is a ``` delimiter + if part == "```": + previously_delimiter = True # Set flag if a delimiter is found + continue # Skip adding the delimiter to the output + + # If the previous part was a delimiter, replace the first word with the specified string + if previously_delimiter: + part = re.sub(r'^\b\w+\b', replacement, part, count=1) # Replace the first word + previously_delimiter = False # Reset the flag + + # Only add non-empty parts to the output array + if part.strip(): + output_array.append(part) + + return output_array \ No newline at end of file